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1. WO2022004971 - LEARNING DEVICE AND METHOD FOR GENERATING IMAGE

Publication Number WO/2022/004971
Publication Date 06.01.2022
International Application No. PCT/KR2020/017408
International Filing Date 01.12.2020
IPC
G06N 3/04 2006.1
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3Computer systems based on biological models
02using neural network models
04Architecture, e.g. interconnection topology
G06N 3/08 2006.1
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3Computer systems based on biological models
02using neural network models
08Learning methods
G06T 5/50 2006.1
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
5Image enhancement or restoration
50by the use of more than one image, e.g. averaging, subtraction
CPC
G06N 3/04
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3Computer systems based on biological models
02using neural network models
04Architectures, e.g. interconnection topology
G06N 3/0454
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3Computer systems based on biological models
02using neural network models
04Architectures, e.g. interconnection topology
0454using a combination of multiple neural nets
G06N 3/08
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3Computer systems based on biological models
02using neural network models
08Learning methods
G06T 2207/20081
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
2207Indexing scheme for image analysis or image enhancement
20Special algorithmic details
20081Training; Learning
G06T 2207/20084
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
2207Indexing scheme for image analysis or image enhancement
20Special algorithmic details
20084Artificial neural networks [ANN]
G06T 5/50
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
5Image enhancement or restoration
50by the use of more than one image, e.g. averaging, subtraction
Applicants
  • 주식회사 딥브레인에이아이 DEEPBRAIN AI INC. [KR]/[KR]
Inventors
  • 채경수 CHAE, Gyeongsu
  • 황금별 HWANG, Guembuel
Agents
  • 장 영태 CHANG, Young Tae
Priority Data
10-2020-008161802.07.2020KR
Publication Language Korean (ko)
Filing Language Korean (KO)
Designated States
Title
(EN) LEARNING DEVICE AND METHOD FOR GENERATING IMAGE
(FR) DISPOSITIF ET PROCÉDÉ D'APPRENTISSAGE DE GÉNÉRATION D'IMAGES
(KO) 영상 생성을 위한 학습 장치 및 방법
Abstract
(EN) A learning device and method for image generation are disclosed. A learning device for image generation, according to one disclosed embodiment, is a computing device including one or more processors, and a memory for storing one or more programs executed by the one or more processors, and comprises a first machine learning model which uses a basic image of a person as an input to generate a mask to be masked on a portion related to speech in the basic image of a person, and which combines the basic image of a person and the mask to generate a background image of a person.
(FR) Sont divulgués un dispositif et un procédé de génération d'images. Un dispositif d'apprentissage destiné à la génération d'images, selon un mode de réalisation divulgué, est un dispositif informatique comprenant un ou plusieurs processeurs, et une mémoire destinée à stocker un ou plusieurs programmes exécutés par le ou les processeurs, et comprend un premier modèle d'apprentissage automatique qui utilise une image de base d'une personne en tant qu'entrée pour générer un masque devant masquer une partie liée à la locution dans l'image de base d'une personne, et qui combine l'image de base d'une personne et le masque pour générer une image d'arrière-plan d'une personne.
(KO) 영상 생성을 위한 학습 장치 및 방법이 개시된다. 개시되는 일 실시예에 따른 영상 생성을 위한 학습 장치는, 하나 이상의 프로세서들, 및 하나 이상의 프로세서들에 의해 실행되는 하나 이상의 프로그램들을 저장하는 메모리를 구비한 컴퓨팅 장치로서, 인물 기본 영상을 입력으로 하여 인물 기본 영상에서 발화와 관련된 부분에 마스킹 처리 할 마스크를 생성하고, 인물 기본 영상과 마스크를 합성하여 인물 배경 영상을 생성하는 제1 머신 러닝 모델을 포함한다.
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